Supplementary Materials: Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges

This repository contains supplementary materials for the following conference full paper: Valdemar Švábenský, Conrad Borchers, Elvin Fortuna, Elizabeth B. Cloude, and Dragan Gašević.Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges.In Proceedings of the 16th International Learning Analytics and Knowledge Conference (LAK '26).https://doi.org/10.1145/3785022.3785131 Preprint: https://arxiv.org/pdf/2601.07629 @inproceedings{Svabensky2026fifteen, author = {\v{S}v\'{a}bensk\'{y}, Valdemar and Borchers, Conrad and Fortuna, Elvin and Cloude, Elizabeth B. and Ga\v{s}evi\'{c}, Dragan}, title = {{Fifteen Years of Learning Analytics Research: Topics, Trends, and Challenges}}, booktitle = {Proceedings of the 16th International Learning Analytics and Knowledge Conference}, series = {LAK '26}, location = {Bergen, Norway}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, year = {2026}, pages = {697-708}, numpages = {12}, url = {https://doi.org/10.1145/3785022.3785131}, doi = {10.1145/3785022.3785131}, } Repository content: Data, code, and results for the paper. Please see the README.md file in the attached ZIP archive for details. Attribution (How to cite): If you use or build upon the materials, please use the BibTeX or full-text citation entry above to cite the source paper. Acknowledgment: We thank Xavier Ochoa for compiling the LAK 2011–2019 dataset.